Marketing is the area where AI output most often disappoints, because marketing is where specificity matters most. A generic ad is worse than no ad.

These prompts are built to force the specifics out of you and into the model.

Start with positioning, not copy

Before you ask for any copy, run this:

"Act as a positioning strategist. My business: [what you do]. My customer: [who]. What they currently do instead: [alternative]. Why people choose me: [reasons]. Write a one-sentence positioning statement, three proof points, and the single objection I most need to answer. Do not invent facts."

Every copy prompt afterwards gets better, because you can paste that answer in as context.

Offer and messaging prompts

  • "Rewrite my offer three ways: outcome-first, speed-first, and risk-first. Offer: [describe]."
  • "List the top five reasons someone would not buy [product] and one honest response to each."
  • "Turn these features into benefits a busy [customer type] would care about: [features]"

Email prompts

  • "Write a 4-email welcome sequence for new subscribers of [business]. Email 1 welcome and expectation setting, email 2 the main problem, email 3 how the solution works, email 4 the offer. Keep each under 200 words, no hype, no fake urgency."
  • "Write a re-engagement email for subscribers who have not opened in 90 days. One question, easy unsubscribe, respectful."
  • "Rewrite this email so the first sentence earns the second: [paste]"

Ad prompts

  • "Give me five ad angles for [product] to [audience]. For each: the pain, the promise, the proof, and the call to action. No exaggerated claims."
  • "Write three primary text variations under 125 characters for [offer]. Plain, specific, no emojis."
  • "Which of these three angles would a skeptical buyer trust most, and why: [paste angles]"

Landing page prompts

  • "Write a landing page outline for [offer]: headline, subheadline, three benefit blocks, objection section, FAQ topics, and final call to action. Audience: [who]."
  • "Write the FAQ section answering these real questions: [list]. Under 70 words each, direct answers first."
  • "Rewrite this section so it answers the objection [objection] without sounding defensive: [paste]"

Analysis prompts

  • "Here is my landing page copy. Read it as a first-time visitor with limited time. What is confusing, what is unsupported, and what would make you leave: [paste]"
  • "Compare my messaging with how customers actually describe this problem: [paste customer quotes]. Where am I using my words instead of theirs?"

The rule about claims

Never let AI generate statistics, testimonials, results or guarantees. If you cannot verify it, it does not go on the page. Specific and true beats impressive and invented every single time — and it is what makes copy hold up when a real buyer reads it.

Where to start

Do the positioning prompt first, save the output, and paste it into every marketing prompt after that. Consistent inputs are what make AI marketing copy sound like one brand instead of ten different ones.